from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


A						=			logging.get_logger(__name__)

A						=			{
    'distilbert-base-uncased': 'https://huggingface.co/distilbert-base-uncased/resolve/main/config.json',
    'distilbert-base-uncased-distilled-squad': (
        'https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json'
    ),
    'distilbert-base-cased': 'https://huggingface.co/distilbert-base-cased/resolve/main/config.json',
    'distilbert-base-cased-distilled-squad': (
        'https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json'
    ),
    'distilbert-base-german-cased': 'https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json',
    'distilbert-base-multilingual-cased': (
        'https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json'
    ),
    'distilbert-base-uncased-finetuned-sst-2-english': (
        'https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json'
    ),
}





class     lowerCAmelCase__     (				SCREAMING_SNAKE_CASE_			):


		'''simple docstring'''






		lowerCAmelCase_     =   'distilbert'
		lowerCAmelCase_     =   {
		    'hidden_size': 'dim',
		    'num_attention_heads': 'n_heads',
		    'num_hidden_layers': 'n_layers',
		}
		def __init__(       self     :     List[Any]     ,  snake_case__     :     Tuple=3_0_5_2_2     ,  snake_case__     :     Tuple=5_1_2     ,  snake_case__     :     Tuple=False     ,  snake_case__     :     int=6     ,  snake_case__     :     Tuple=1_2     ,  snake_case__     :     Optional[Any]=7_6_8     ,  snake_case__     :     Dict=4 * 7_6_8     ,  snake_case__     :     Union[str, Any]=0.1     ,  snake_case__     :     Tuple=0.1     ,  snake_case__     :     str="gelu"     ,  snake_case__     :     Any=0.02     ,  snake_case__     :     Union[str, Any]=0.1     ,  snake_case__     :     Optional[int]=0.2     ,  snake_case__     :     int=0     ,  **snake_case__     :     Optional[int]     ,  )      ->	Tuple:
				_lowerCamelCase				   =  vocab_size
				_lowerCamelCase				   =  max_position_embeddings
				_lowerCamelCase				   =  sinusoidal_pos_embds
				_lowerCamelCase				   =  n_layers
				_lowerCamelCase				   =  n_heads
				_lowerCamelCase				   =  dim
				_lowerCamelCase				   =  hidden_dim
				_lowerCamelCase				   =  dropout
				_lowerCamelCase				   =  attention_dropout
				_lowerCamelCase				   =  activation
				_lowerCamelCase				   =  initializer_range
				_lowerCamelCase				   =  qa_dropout
				_lowerCamelCase				   =  seq_classif_dropout
				super().__init__(**snake_case__     ,  pad_token_id=snake_case__		)





class     lowerCAmelCase__     (				SCREAMING_SNAKE_CASE_			):


		'''simple docstring'''






		@property
		def   _snake_case       (       self     :     Tuple		)      ->	Mapping[str, Mapping[int, str]]:
				if self.task == "multiple-choice":
						_lowerCamelCase				   =  {0: 'batch', 1: 'choice', 2: 'sequence'}
				else:
						_lowerCamelCase				   =  {0: 'batch', 1: 'sequence'}
				return OrderedDict(
				    [
				        ('input_ids', dynamic_axis),
				        ('attention_mask', dynamic_axis),
				    ]		)
import functools
from typing import Any


def 	lowerCamelCase					(	UpperCamelCase     :				str			,       UpperCamelCase     :				list[str]							)   ->    bool:

		# Validation
		if not isinstance(UpperCamelCase			,       UpperCamelCase							) or len(UpperCamelCase							) == 0:
				raise ValueError('the string should be not empty string'							)

		if not isinstance(UpperCamelCase			,       UpperCamelCase							) or not all(
		    isinstance(UpperCamelCase			,       UpperCamelCase							) and len(UpperCamelCase							) > 0 for item in words							):
				raise ValueError('the words should be a list of non-empty strings'							)

		# Build trie
		_lowerCamelCase				   =  {}
		_lowerCamelCase				   =  'WORD_KEEPER'

		for word in words:
				_lowerCamelCase				   =  trie
				for c in word:
						if c not in trie_node:
								_lowerCamelCase				   =  {}

						_lowerCamelCase				   =  trie_node[c]

				_lowerCamelCase				   =  True

		_lowerCamelCase				   =  len(UpperCamelCase							)

		# Dynamic programming method
		@functools.cache
		def is_breakable(UpperCamelCase     :				int							) -> bool:
				if index == len_string:
						return True

				_lowerCamelCase				   =  trie
				for i in range(UpperCamelCase			,       UpperCamelCase							):
						_lowerCamelCase				   =  trie_node.get(string[i]			,       UpperCamelCase							)

						if trie_node is None:
								return False

						if trie_node.get(UpperCamelCase			,       UpperCamelCase							) and is_breakable(i + 1							):
								return True

				return False

		return is_breakable(0							)


if __name__ == "__main__":
				import doctest

				doctest.testmod()